Investment(动态规划 DP)
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John never knew he had a grand-uncle, until he received the notary‘s letter. He learned that his late grand-uncle had gathered a lot of money, somewhere in South-America, and that John was the only inheritor.
John did not need that much money for the moment. But he realized that it would be a good idea to store this capital in a safe place, and have it grow until he decided to retire. The bank convinced him that a certain kind of bond was interesting for him.
This kind of bond has a fixed value, and gives a fixed amount of yearly interest, payed to the owner at the end of each year. The bond has no fixed term. Bonds are available in different sizes. The larger ones usually give a better interest. Soon John realized that the optimal set of bonds to buy was not trivial to figure out. Moreover, after a few years his capital would have grown, and the schedule had to be re-evaluated.
Assume the following bonds are available:
With a capital of e10 000 one could buy two bonds of $4 000, giving a yearly interest of $800. Buying two bonds of $3 000, and one of $4 000 is a better idea, as it gives a yearly interest of $900. After two years the capital has grown to $11 800, and it makes sense to sell a $3 000 one and buy a $4 000 one, so the annual interest grows to $1 050. This is where this story grows unlikely: the bank does not charge for buying and selling bonds. Next year the total sum is $12 850, which allows for three times $4 000, giving a yearly interest of $1 200.
Here is your problem: given an amount to begin with, a number of years, and a set of bonds with their values and interests, find out how big the amount may grow in the given period, using the best schedule for buying and selling bonds.
John did not need that much money for the moment. But he realized that it would be a good idea to store this capital in a safe place, and have it grow until he decided to retire. The bank convinced him that a certain kind of bond was interesting for him.
This kind of bond has a fixed value, and gives a fixed amount of yearly interest, payed to the owner at the end of each year. The bond has no fixed term. Bonds are available in different sizes. The larger ones usually give a better interest. Soon John realized that the optimal set of bonds to buy was not trivial to figure out. Moreover, after a few years his capital would have grown, and the schedule had to be re-evaluated.
Assume the following bonds are available:
Value | Annual interest |
4000 3000 |
400 250 |
With a capital of e10 000 one could buy two bonds of $4 000, giving a yearly interest of $800. Buying two bonds of $3 000, and one of $4 000 is a better idea, as it gives a yearly interest of $900. After two years the capital has grown to $11 800, and it makes sense to sell a $3 000 one and buy a $4 000 one, so the annual interest grows to $1 050. This is where this story grows unlikely: the bank does not charge for buying and selling bonds. Next year the total sum is $12 850, which allows for three times $4 000, giving a yearly interest of $1 200.
Here is your problem: given an amount to begin with, a number of years, and a set of bonds with their values and interests, find out how big the amount may grow in the given period, using the best schedule for buying and selling bonds.
Input
The first line contains a single positive integer N which is the number of test cases. The test cases follow.
The first line of a test case contains two positive integers: the amount to start with (at most $1 000 000), and the number of years the capital may grow (at most 40).
The following line contains a single number: the number d (1 <= d <= 10) of available bonds.
The next d lines each contain the description of a bond. The description of a bond consists of two positive integers: the value of the bond, and the yearly interest for that bond. The value of a bond is always a multiple of $1 000. The interest of a bond is never more than 10% of its value.
The first line of a test case contains two positive integers: the amount to start with (at most $1 000 000), and the number of years the capital may grow (at most 40).
The following line contains a single number: the number d (1 <= d <= 10) of available bonds.
The next d lines each contain the description of a bond. The description of a bond consists of two positive integers: the value of the bond, and the yearly interest for that bond. The value of a bond is always a multiple of $1 000. The interest of a bond is never more than 10% of its value.
Output
For each test case, output – on a separate line – the capital at the end of the period, after an optimal schedule of buying and selling.
Sample Input
1 10000 4 2 4000 400 3000 250
Sample Output
14050
题意:
已知现有钱数,和计划要存的时间,几种存款方案(所存金额和利润),问几年后怎样才能利润最大
代码:
有是如此精短我又想不出来的的代码tql:
1 #include <iostream> 2 #include <cstdio> 3 #include <algorithm> 4 #include <string.h> 5 6 using namespace std; 7 8 int main() 9 { 10 int t, n, year, mon, tail; 11 int i, j, k; 12 int dp[100005], cost[100005], earn[100005]; 13 scanf("%d", &t); 14 while(t--) 15 { 16 scanf("%d %d", &mon, &year); 17 scanf("%d", &n); 18 for(i=0;i<n;i++) 19 { 20 scanf("%d %d", &cost[i], &earn[i]); 21 cost[i]/=1000; 22 } 23 memset(dp, 0, sizeof(dp)); 24 for(i=0;i<year;i++) 25 { 26 tail = mon / 1000; //除一千,后期好往数组存 27 for(j=0;j<n;j++) //n种存款方式 28 { 29 for(k=cost[j];k<=tail;k++) //要么花钱得利润,要么不花钱不得利润,取最优 30 { 31 dp[k] = max(dp[k], dp[k-cost[j]]+earn[j]); 32 } 33 } 34 mon += dp[tail]; //最大利润加到存款金额里,下一年在此基础上存 35 } 36 printf("%d\n", mon); 37 } 38 return 0; 39 }
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动态规划算法(Dynamic Programming,简称 DP)